github-actions[bot] commented on PR #7239:
URL: https://github.com/apache/texera/pull/7239#issuecomment-5150601528

   <!-- texera-benchmarks-comment -->
   ## ✅ No material benchmark regressions detected
   
   🟢 4 better · 🔴 0 worse · ⚪ 11 noise (<±5%) · 0 without baseline
   
   > Compared against main `19a35b7` benchmarked on **this same runner**, so 
the delta is largely free of cross-runner hardware noise. The "7d avg" column 
still reflects the gh-pages dashboard. Treat <±5% as noise unless repeated.
   
   [Dashboard](https://apache.github.io/texera/dev/bench/) · 
[Run](https://github.com/apache/texera/actions/runs/30691452658)
   
   | | config | throughput | MB/s | latency | max Δ latest / 7d |
   |---|---|---:|---:|---:|---:|
   | 🟢 | bs=10 sw=10 sl=64 | 418 | 0.255 | 22,739/31,597/31,597 us | 🟢 -8.2% / 
🔴 +95.1% |
   | 🟢 | bs=100 sw=10 sl=64 | 890 | 0.543 | 108,797/134,348/134,348 us | 🟢 
-10.9% / 🔴 +21.3% |
   | ⚪ | bs=1000 sw=10 sl=64 | 1,107 | 0.676 | 904,645/951,494/951,494 us | ⚪ 
within ±5% / 🟢 -12.1% |
   
   <details><summary>Baseline details</summary>
   
   Latest main `19a35b7` from same runner
   
   | config | metric | PR | latest main | 7d avg | Δ latest | Δ 7d |
   |---|---|---:|---:|---:|---:|---:|
   | bs=10 sw=10 sl=64 | throughput | 418 tuples/sec | 415 tuples/sec | 765.25 
tuples/sec | +0.7% | -45.4% |
   | bs=10 sw=10 sl=64 | MB/s | 0.255 MB/s | 0.253 MB/s | 0.467 MB/s | +0.8% | 
-45.4% |
   | bs=10 sw=10 sl=64 | p50 | 22,739 us | 23,265 us | 12,703 us | -2.3% | 
+79.0% |
   | bs=10 sw=10 sl=64 | p95 | 31,597 us | 34,407 us | 16,199 us | -8.2% | 
+95.1% |
   | bs=10 sw=10 sl=64 | p99 | 31,597 us | 34,407 us | 19,557 us | -8.2% | 
+61.6% |
   | bs=100 sw=10 sl=64 | throughput | 890 tuples/sec | 908 tuples/sec | 965.22 
tuples/sec | -2.0% | -7.8% |
   | bs=100 sw=10 sl=64 | MB/s | 0.543 MB/s | 0.554 MB/s | 0.589 MB/s | -2.0% | 
-7.8% |
   | bs=100 sw=10 sl=64 | p50 | 108,797 us | 105,928 us | 103,830 us | +2.7% | 
+4.8% |
   | bs=100 sw=10 sl=64 | p95 | 134,348 us | 150,703 us | 110,778 us | -10.9% | 
+21.3% |
   | bs=100 sw=10 sl=64 | p99 | 134,348 us | 150,703 us | 118,713 us | -10.9% | 
+13.2% |
   | bs=1000 sw=10 sl=64 | throughput | 1,107 tuples/sec | 1,091 tuples/sec | 
992.33 tuples/sec | +1.5% | +11.6% |
   | bs=1000 sw=10 sl=64 | MB/s | 0.676 MB/s | 0.666 MB/s | 0.606 MB/s | +1.5% 
| +11.6% |
   | bs=1000 sw=10 sl=64 | p50 | 904,645 us | 923,906 us | 1,016,959 us | -2.1% 
| -11.0% |
   | bs=1000 sw=10 sl=64 | p95 | 951,494 us | 952,426 us | 1,062,501 us | -0.1% 
| -10.4% |
   | bs=1000 sw=10 sl=64 | p99 | 951,494 us | 952,426 us | 1,082,611 us | -0.1% 
| -12.1% |
   
   </details>
   
   <details><summary>Raw CSV</summary>
   
   ```csv
   
config_idx,batch_size,schema_width,string_len,num_batches,total_ms,total_tuples,total_bytes,tuples_per_sec,mb_per_sec,lat_p50_us,lat_p95_us,lat_p99_us
   0,10,10,64,20,478.24,200,128000,418,0.255,22738.62,31596.71,31596.71
   1,100,10,64,20,2246.64,2000,1280000,890,0.543,108796.81,134348.28,134348.28
   
2,1000,10,64,20,18062.80,20000,12800000,1107,0.676,904645.29,951493.67,951493.67
   ```
   
   </details>
   


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